This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

**Table 1.** Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

Model: LB_fit_3pH
Model Run: *Gen4int_indcomp_swhsR_FULL_pHB4pars_re0d_thru2024_2e+05__2025-10-31* (Naming convention: modelname_thruYEAR_iters_rundate)
Proportion of parmaters converged (Rhat <= 1.1): 0.9727
See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for $P_{(black)ayu}$ for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 20.- Residuals from logbook harvests.

SWHS residuals

Figure 21.- Residuals from SWHS harvests.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 23.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

$**Figure 33.**- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.$

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.3581081

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.12 while 0.88 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	13	1	1	0.308	0.291	0.118	0.592	1.027	0.124	0.137	NSEI
p_pelagic	13	1	2	0.129	0.114	0.040	0.301	1.040	0.070	0.215	NSEI
p_pelagic	13	10	1	0.323	0.309	0.121	0.612	1.019	0.124	0.113	NSEI
p_pelagic	13	10	2	0.135	0.118	0.041	0.314	1.020	0.071	0.238	NSEI
p_pelagic	13	11	1	0.325	0.312	0.122	0.603	1.015	0.124	0.104	NSEI
p_pelagic	13	11	2	0.138	0.122	0.044	0.320	1.027	0.073	0.221	NSEI
p_pelagic	13	12	1	0.327	0.312	0.127	0.596	1.021	0.123	0.122	NSEI
p_pelagic	13	12	2	0.140	0.127	0.041	0.316	1.022	0.072	0.179	NSEI
p_pelagic	13	13	1	0.334	0.322	0.136	0.609	1.024	0.124	0.097	NSEI
p_pelagic	13	13	2	0.144	0.130	0.046	0.325	1.018	0.074	0.190	NSEI
p_pelagic	13	14	1	0.317	0.302	0.131	0.583	1.017	0.118	0.127	NSEI
p_pelagic	13	14	2	0.142	0.130	0.044	0.311	1.012	0.070	0.172	NSEI
p_pelagic	13	15	2	0.134	0.120	0.043	0.296	1.018	0.066	0.211	NSEI
p_pelagic	13	16	1	0.330	0.322	0.136	0.581	1.012	0.115	0.069	NSEI
p_pelagic	13	16	2	0.145	0.131	0.049	0.318	1.013	0.071	0.197	NSEI
p_pelagic	13	17	1	0.340	0.327	0.148	0.596	1.017	0.118	0.110	NSEI
p_pelagic	13	18	2	0.155	0.141	0.053	0.335	1.015	0.073	0.192	NSEI
p_pelagic	13	19	1	0.347	0.335	0.143	0.602	1.010	0.120	0.100	NSEI
p_pelagic	13	19	2	0.159	0.144	0.056	0.336	1.015	0.074	0.203	NSEI
p_pelagic	13	2	1	0.308	0.290	0.113	0.589	1.027	0.125	0.144	NSEI
p_pelagic	13	2	2	0.130	0.112	0.039	0.318	1.030	0.071	0.253	NSEI
p_yellow	13	27	1	0.352	0.311	0.100	0.873	1.010	0.188	0.218	NSEI
p_yellow	13	28	1	0.364	0.327	0.105	0.858	1.013	0.186	0.199	NSEI
p_yellow	13	29	1	0.342	0.315	0.102	0.772	1.014	0.170	0.159	NSEI
p_yellow	13	29	2	0.437	0.412	0.159	0.849	1.010	0.178	0.141	NSEI
p_pelagic	13	3	1	0.311	0.297	0.119	0.586	1.020	0.122	0.115	NSEI
p_pelagic	13	3	2	0.130	0.112	0.038	0.313	1.028	0.073	0.246	NSEI
p_pelagic	13	4	1	0.314	0.294	0.119	0.587	1.025	0.124	0.162	NSEI
p_pelagic	13	4	2	0.130	0.114	0.038	0.311	1.021	0.070	0.227	NSEI
p_pelagic	13	5	1	0.312	0.299	0.118	0.581	1.028	0.123	0.105	NSEI
p_pelagic	13	5	2	0.131	0.117	0.038	0.309	1.031	0.071	0.197	NSEI
p_pelagic	13	6	1	0.320	0.303	0.119	0.604	1.033	0.125	0.136	NSEI
p_pelagic	13	6	2	0.131	0.116	0.037	0.312	1.032	0.071	0.211	NSEI
p_pelagic	13	7	1	0.315	0.298	0.120	0.598	1.023	0.123	0.139	NSEI
p_pelagic	13	7	2	0.133	0.119	0.039	0.309	1.014	0.071	0.198	NSEI
p_pelagic	13	8	1	0.319	0.303	0.122	0.599	1.024	0.125	0.128	NSEI
p_pelagic	13	8	2	0.134	0.119	0.042	0.301	1.029	0.069	0.218	NSEI
p_pelagic	13	9	1	0.322	0.306	0.125	0.597	1.017	0.124	0.129	NSEI
p_pelagic	13	9	2	0.134	0.118	0.043	0.315	1.024	0.071	0.226	NSEI
p_yellow	14	1	1	0.607	0.583	0.254	0.995	1.063	0.204	0.118	NSEO
p_yellow	14	1	2	0.646	0.634	0.306	0.996	1.054	0.191	0.063	NSEO
p_yellow	14	10	1	0.611	0.590	0.271	0.995	1.059	0.201	0.105	NSEO
p_yellow	14	10	2	0.646	0.634	0.304	0.996	1.053	0.193	0.062	NSEO
p_yellow	14	11	1	0.608	0.586	0.259	0.995	1.053	0.202	0.109	NSEO
p_yellow	14	11	2	0.644	0.632	0.298	0.997	1.050	0.192	0.062	NSEO
p_yellow	14	12	1	0.609	0.593	0.266	0.995	1.054	0.203	0.079	NSEO
p_yellow	14	12	2	0.648	0.636	0.302	0.997	1.054	0.192	0.063	NSEO
p_yellow	14	13	1	0.606	0.586	0.260	0.996	1.060	0.202	0.099	NSEO
p_yellow	14	13	2	0.647	0.635	0.295	0.997	1.053	0.191	0.063	NSEO
p_yellow	14	14	1	0.612	0.593	0.273	0.996	1.056	0.200	0.095	NSEO
p_yellow	14	14	2	0.644	0.631	0.297	0.997	1.048	0.195	0.067	NSEO
p_yellow	14	15	1	0.607	0.588	0.258	0.995	1.059	0.204	0.093	NSEO
p_yellow	14	15	2	0.648	0.634	0.301	0.996	1.055	0.192	0.073	NSEO
p_yellow	14	16	1	0.609	0.587	0.255	0.996	1.060	0.204	0.108	NSEO
p_yellow	14	16	2	0.648	0.634	0.293	0.996	1.056	0.192	0.073	NSEO
p_yellow	14	17	1	0.605	0.581	0.262	0.995	1.051	0.204	0.118	NSEO
p_yellow	14	17	2	0.648	0.637	0.296	0.996	1.050	0.191	0.058	NSEO
p_yellow	14	18	1	0.610	0.592	0.254	0.995	1.055	0.203	0.089	NSEO
p_yellow	14	18	2	0.647	0.639	0.291	0.997	1.048	0.191	0.042	NSEO
p_yellow	14	19	1	0.611	0.597	0.265	0.996	1.063	0.201	0.070	NSEO
p_yellow	14	19	2	0.646	0.632	0.308	0.996	1.049	0.191	0.073	NSEO
p_yellow	14	2	1	0.608	0.588	0.270	0.995	1.066	0.200	0.100	NSEO
p_yellow	14	2	2	0.645	0.633	0.291	0.996	1.055	0.194	0.062	NSEO
p_yellow	14	20	1	0.605	0.583	0.253	0.995	1.066	0.203	0.108	NSEO
p_yellow	14	20	2	0.647	0.634	0.296	0.996	1.058	0.193	0.067	NSEO
p_yellow	14	21	1	0.611	0.591	0.264	0.996	1.070	0.200	0.100	NSEO
p_yellow	14	21	2	0.648	0.639	0.296	0.996	1.056	0.193	0.047	NSEO
p_yellow	14	22	1	0.609	0.586	0.269	0.996	1.053	0.203	0.113	NSEO
p_yellow	14	22	2	0.647	0.633	0.300	0.996	1.061	0.193	0.073	NSEO
p_yellow	14	23	1	0.637	0.624	0.291	0.996	1.058	0.190	0.068	NSEO
p_yellow	14	23	2	0.646	0.631	0.296	0.997	1.058	0.191	0.078	NSEO
p_yellow	14	24	1	0.635	0.621	0.305	0.995	1.056	0.189	0.074	NSEO
p_yellow	14	24	2	0.647	0.639	0.289	0.997	1.053	0.194	0.041	NSEO
p_yellow	14	25	1	0.621	0.601	0.273	0.996	1.062	0.195	0.102	NSEO
p_yellow	14	25	2	0.646	0.632	0.302	0.996	1.051	0.193	0.072	NSEO
p_yellow	14	26	1	0.616	0.598	0.269	0.996	1.069	0.200	0.090	NSEO
p_yellow	14	26	2	0.646	0.640	0.289	0.996	1.047	0.195	0.031	NSEO
p_yellow	14	27	1	0.633	0.616	0.291	0.996	1.056	0.192	0.088	NSEO
p_yellow	14	27	2	0.650	0.639	0.305	0.996	1.048	0.186	0.059	NSEO
p_yellow	14	28	1	0.615	0.592	0.283	0.995	1.065	0.193	0.119	NSEO
p_yellow	14	28	2	0.644	0.632	0.300	0.997	1.057	0.191	0.063	NSEO
p_yellow	14	29	1	0.608	0.592	0.269	0.990	1.045	0.192	0.083	NSEO
p_yellow	14	29	2	0.637	0.628	0.293	0.991	1.040	0.191	0.047	NSEO
p_yellow	14	3	1	0.610	0.592	0.251	0.995	1.058	0.202	0.089	NSEO
p_yellow	14	3	2	0.648	0.639	0.300	0.996	1.046	0.192	0.047	NSEO
p_yellow	14	4	1	0.609	0.588	0.263	0.995	1.057	0.203	0.104	NSEO
p_yellow	14	4	2	0.649	0.642	0.288	0.996	1.043	0.193	0.036	NSEO
p_yellow	14	5	1	0.614	0.595	0.258	0.996	1.055	0.201	0.094	NSEO
p_yellow	14	5	2	0.644	0.631	0.298	0.997	1.055	0.194	0.067	NSEO
p_yellow	14	6	1	0.609	0.589	0.258	0.995	1.055	0.203	0.099	NSEO
p_yellow	14	6	2	0.646	0.634	0.303	0.996	1.051	0.193	0.062	NSEO
p_yellow	14	7	1	0.608	0.587	0.270	0.995	1.053	0.201	0.105	NSEO
p_yellow	14	7	2	0.648	0.637	0.305	0.996	1.048	0.191	0.057	NSEO
p_yellow	14	8	1	0.610	0.589	0.268	0.996	1.056	0.200	0.105	NSEO
p_yellow	14	8	2	0.644	0.635	0.296	0.997	1.051	0.195	0.046	NSEO
p_yellow	14	9	1	0.607	0.585	0.259	0.996	1.056	0.202	0.109	NSEO
p_yellow	14	9	2	0.647	0.634	0.292	0.996	1.049	0.195	0.067	NSEO
p_slope	15	24	1	0.248	0.213	0.044	0.611	1.010	0.150	0.233	SSEI
p_pelagic	16	1	1	0.404	0.400	0.147	0.688	1.062	0.141	0.028	SSEO
p_pelagic	16	1	2	0.381	0.378	0.140	0.646	1.067	0.135	0.022	SSEO
p_pelagic	16	10	1	0.413	0.409	0.160	0.682	1.037	0.135	0.030	SSEO
p_pelagic	16	10	2	0.387	0.381	0.151	0.656	1.054	0.133	0.045	SSEO
p_pelagic	16	11	1	0.414	0.410	0.166	0.697	1.057	0.138	0.029	SSEO
p_pelagic	16	11	2	0.387	0.378	0.151	0.661	1.049	0.134	0.067	SSEO
p_pelagic	16	12	1	0.410	0.403	0.164	0.689	1.032	0.135	0.052	SSEO
p_pelagic	16	12	2	0.393	0.385	0.152	0.669	1.035	0.135	0.059	SSEO
p_pelagic	16	13	1	0.412	0.406	0.170	0.686	1.042	0.135	0.044	SSEO
p_pelagic	16	13	2	0.393	0.385	0.154	0.655	1.038	0.132	0.061	SSEO
p_pelagic	16	14	1	0.397	0.393	0.162	0.661	1.040	0.129	0.031	SSEO
p_pelagic	16	14	2	0.390	0.382	0.167	0.661	1.041	0.129	0.062	SSEO
p_pelagic	16	15	1	0.400	0.394	0.169	0.675	1.031	0.132	0.046	SSEO
p_pelagic	16	15	2	0.394	0.389	0.160	0.662	1.033	0.130	0.038	SSEO
p_pelagic	16	16	1	0.397	0.391	0.169	0.662	1.032	0.128	0.047	SSEO
p_pelagic	16	16	2	0.390	0.382	0.166	0.655	1.032	0.129	0.062	SSEO
p_pelagic	16	17	1	0.448	0.443	0.221	0.692	1.027	0.123	0.041	SSEO
p_pelagic	16	17	2	0.406	0.400	0.169	0.666	1.039	0.131	0.046	SSEO
p_pelagic	16	18	1	0.433	0.423	0.208	0.691	1.026	0.127	0.079	SSEO
p_pelagic	16	18	2	0.404	0.397	0.174	0.666	1.031	0.129	0.054	SSEO
p_pelagic	16	19	1	0.423	0.418	0.200	0.682	1.029	0.125	0.040	SSEO
p_pelagic	16	19	2	0.402	0.397	0.178	0.661	1.015	0.127	0.039	SSEO
p_pelagic	16	2	1	0.405	0.402	0.149	0.687	1.054	0.138	0.022	SSEO
p_pelagic	16	2	2	0.385	0.380	0.143	0.665	1.045	0.137	0.037	SSEO
p_pelagic	16	20	1	0.426	0.419	0.211	0.671	1.021	0.123	0.057	SSEO
p_pelagic	16	20	2	0.407	0.401	0.178	0.667	1.013	0.127	0.047	SSEO
p_pelagic	16	21	1	0.404	0.397	0.185	0.659	1.017	0.124	0.056	SSEO
p_pelagic	16	21	2	0.404	0.399	0.181	0.650	1.021	0.125	0.040	SSEO
p_pelagic	16	22	2	0.406	0.398	0.185	0.658	1.014	0.125	0.064	SSEO
p_pelagic	16	3	1	0.401	0.398	0.150	0.667	1.065	0.136	0.022	SSEO
p_pelagic	16	3	2	0.383	0.380	0.134	0.659	1.053	0.137	0.022	SSEO
p_pelagic	16	4	1	0.404	0.399	0.154	0.677	1.057	0.138	0.036	SSEO
p_pelagic	16	4	2	0.381	0.374	0.144	0.661	1.061	0.135	0.052	SSEO
p_pelagic	16	5	1	0.406	0.400	0.163	0.682	1.063	0.135	0.044	SSEO
p_pelagic	16	5	2	0.387	0.379	0.147	0.665	1.055	0.137	0.058	SSEO
p_pelagic	16	6	1	0.408	0.402	0.159	0.681	1.055	0.138	0.043	SSEO
p_pelagic	16	6	2	0.387	0.379	0.143	0.657	1.053	0.136	0.059	SSEO
p_pelagic	16	7	1	0.408	0.404	0.149	0.687	1.048	0.139	0.029	SSEO
p_pelagic	16	7	2	0.388	0.382	0.143	0.654	1.057	0.136	0.044	SSEO
p_pelagic	16	8	1	0.406	0.404	0.156	0.672	1.066	0.137	0.015	SSEO
p_pelagic	16	8	2	0.386	0.379	0.150	0.666	1.053	0.136	0.051	SSEO
p_pelagic	16	9	1	0.412	0.406	0.159	0.691	1.059	0.136	0.044	SSEO
p_pelagic	16	9	2	0.391	0.386	0.150	0.664	1.047	0.136	0.037	SSEO
p_pelagic	3	1	1	0.544	0.547	0.273	0.788	1.015	0.134	-0.022	PWSI
p_pelagic	3	10	1	0.547	0.552	0.270	0.793	1.016	0.134	-0.037	PWSI
p_pelagic	3	11	1	0.547	0.557	0.278	0.776	1.017	0.131	-0.076	PWSI
p_pelagic	3	11	2	0.187	0.172	0.063	0.390	1.012	0.085	0.176	PWSI
p_pelagic	3	12	1	0.548	0.551	0.273	0.793	1.021	0.135	-0.022	PWSI
p_pelagic	3	12	2	0.188	0.175	0.063	0.388	1.012	0.085	0.154	PWSI
p_pelagic	3	13	1	0.544	0.551	0.279	0.783	1.013	0.132	-0.053	PWSI
p_pelagic	3	14	2	0.193	0.182	0.064	0.387	1.014	0.085	0.130	PWSI
p_pelagic	3	15	1	0.544	0.549	0.286	0.783	1.023	0.130	-0.038	PWSI
p_pelagic	3	16	1	0.545	0.550	0.283	0.784	1.011	0.131	-0.038	PWSI
p_pelagic	3	17	1	0.544	0.549	0.272	0.789	1.021	0.132	-0.038	PWSI
p_pelagic	3	18	1	0.549	0.554	0.285	0.789	1.012	0.132	-0.038	PWSI
p_pelagic	3	19	1	0.551	0.557	0.288	0.785	1.013	0.130	-0.046	PWSI
p_pelagic	3	2	1	0.545	0.548	0.278	0.791	1.018	0.134	-0.022	PWSI
p_pelagic	3	3	1	0.546	0.554	0.278	0.782	1.029	0.133	-0.060	PWSI
p_pelagic	3	3	2	0.185	0.171	0.058	0.398	1.011	0.085	0.164	PWSI
p_pelagic	3	4	1	0.540	0.543	0.274	0.784	1.022	0.133	-0.023	PWSI
p_pelagic	3	5	2	0.187	0.173	0.064	0.382	1.013	0.085	0.164	PWSI
p_pelagic	3	6	1	0.542	0.545	0.272	0.784	1.010	0.133	-0.023	PWSI
p_pelagic	3	6	2	0.190	0.176	0.061	0.396	1.012	0.087	0.161	PWSI
p_pelagic	3	7	1	0.544	0.547	0.280	0.794	1.012	0.133	-0.023	PWSI
p_pelagic	3	7	2	0.187	0.176	0.063	0.383	1.014	0.083	0.133	PWSI
p_pelagic	3	8	1	0.546	0.551	0.292	0.781	1.019	0.129	-0.039	PWSI
p_pelagic	3	8	2	0.187	0.174	0.063	0.380	1.010	0.084	0.156	PWSI
p_pelagic	3	9	1	0.550	0.553	0.288	0.790	1.017	0.132	-0.023	PWSI
p_pelagic	3	9	2	0.186	0.172	0.062	0.376	1.011	0.083	0.168	PWSI
p_pelagic	4	1	2	0.522	0.530	0.243	0.771	1.010	0.137	-0.058	PWSO
p_pelagic	4	10	2	0.525	0.530	0.254	0.779	1.013	0.138	-0.036	PWSO
p_pelagic	4	11	1	0.530	0.537	0.258	0.773	1.010	0.135	-0.052	PWSO
p_pelagic	4	11	2	0.523	0.528	0.246	0.770	1.014	0.136	-0.037	PWSO
p_pelagic	4	12	1	0.527	0.534	0.247	0.780	1.012	0.137	-0.051	PWSO
p_pelagic	4	13	1	0.529	0.533	0.251	0.782	1.016	0.139	-0.029	PWSO
p_pelagic	4	14	1	0.527	0.533	0.251	0.781	1.012	0.140	-0.043	PWSO
p_pelagic	4	15	1	0.522	0.526	0.256	0.779	1.011	0.136	-0.029	PWSO
p_pelagic	4	17	1	0.525	0.531	0.261	0.777	1.012	0.135	-0.044	PWSO
p_pelagic	4	18	2	0.522	0.521	0.265	0.773	1.011	0.135	0.007	PWSO
p_pelagic	4	2	1	0.524	0.530	0.251	0.773	1.013	0.137	-0.044	PWSO
p_pelagic	4	3	2	0.519	0.522	0.252	0.763	1.013	0.137	-0.022	PWSO
p_pelagic	4	4	1	0.527	0.532	0.251	0.775	1.010	0.135	-0.037	PWSO
p_pelagic	4	4	2	0.525	0.532	0.244	0.768	1.017	0.138	-0.051	PWSO
p_pelagic	4	5	2	0.521	0.529	0.252	0.771	1.012	0.137	-0.058	PWSO
p_yellow	4	5	1	0.887	0.902	0.707	0.980	1.011	0.071	-0.212	PWSO
p_pelagic	4	6	1	0.527	0.533	0.247	0.781	1.014	0.139	-0.043	PWSO
p_pelagic	4	7	1	0.530	0.538	0.246	0.777	1.011	0.137	-0.058	PWSO
p_pelagic	4	7	2	0.524	0.531	0.248	0.770	1.011	0.138	-0.051	PWSO
p_pelagic	4	8	2	0.526	0.528	0.252	0.779	1.012	0.138	-0.014	PWSO
p_pelagic	4	9	1	0.523	0.528	0.241	0.780	1.013	0.140	-0.036	PWSO
p_black	8	40	1	0.490	0.417	0.343	0.964	1.029	0.193	0.378	afognak
p_black	8	48	1	0.530	0.492	0.415	0.963	1.023	0.135	0.281	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	area
beta2_pH	1	1	1.530	1.289	0.364	3.415	1.312	0.937	0.257	CI
beta1_pH	10	1	2.196	2.123	1.537	3.309	1.328	0.446	0.164	northeast
beta2_pH	10	1	1.322	0.725	0.235	6.840	1.322	1.780	0.335	northeast
beta3_pH	10	1	32.967	32.645	30.154	37.470	1.153	1.861	0.173	northeast
beta0_pH	11	1	0.099	0.157	-0.690	0.621	1.380	0.338	-0.172	CSEO
beta1_pH	11	1	3.279	3.221	2.456	4.338	1.259	0.478	0.121	CSEO
beta2_pH	11	1	0.449	0.388	0.197	1.079	1.193	0.226	0.270	CSEO
beta3_pH	11	1	31.311	31.286	29.255	33.248	1.196	1.047	0.024	CSEO
beta3_pH	11	4	40.499	40.394	38.859	42.527	1.126	0.957	0.110	CSEO
beta2_pH	12	1	1.730	1.457	0.626	3.836	1.128	0.906	0.301	EWYKT
beta0_pH	13	4	0.687	0.714	-0.081	1.341	1.101	0.362	-0.075	NSEI
beta1_pH	13	4	1.317	1.301	0.609	2.090	1.126	0.381	0.042	NSEI
beta0_pelagic	13		-0.899	-0.949	-1.458	-0.098	1.125	0.352	0.142	NSEI
beta1_pelagic	13		2.599	2.596	1.652	3.449	1.104	0.463	0.006	NSEI
beta0_yellow	13		-1.392	-1.344	-2.462	-1.068	1.238	0.285	-0.168	NSEI
beta2_black	13		-2.301	-2.026	-6.484	-0.251	1.103	1.621	-0.170	NSEI
beta0_pH	14	4	0.470	0.503	-0.311	1.080	1.217	0.365	-0.090	NSEO
beta1_pH	14	4	1.900	1.871	1.161	2.809	1.211	0.428	0.068	NSEO
beta2_pH	14	3	-6.277	-4.712	-17.981	-1.247	1.104	4.592	-0.341	NSEO
beta1_pelagic	14		1.805	1.702	1.144	3.164	1.159	0.472	0.218	NSEO
beta3_pelagic	14		34.221	34.029	31.492	38.592	1.130	1.785	0.108	NSEO
beta0_pH	15	1	0.118	0.150	-0.354	0.392	1.212	0.178	-0.180	SSEI
beta0_pH	15	4	0.618	0.651	-0.063	1.361	1.167	0.352	-0.094	SSEI
beta1_pH	15	1	2.309	2.264	1.920	2.932	1.210	0.250	0.180	SSEI
beta1_pH	15	4	1.402	1.379	0.548	2.177	1.161	0.413	0.056	SSEI
beta1_pelagic	15		0.137	0.032	0.001	0.725	1.122	0.205	0.513	SSEI
beta2_yellow	15		-6.571	-5.195	-20.598	-0.269	1.130	5.378	-0.256	SSEI
beta0_pelagic	16		-0.431	-0.339	-1.406	0.075	1.281	0.379	-0.242	SSEO
beta1_pelagic	16		1.605	1.403	0.735	3.148	1.301	0.666	0.304	SSEO
mu_beta2_pH	2	1	1.328	0.749	0.160	5.918	1.374	1.808	0.320	NG
tau_beta2_pH	2	1	14.415	3.031	0.059	83.854	1.116	22.820	0.499	NG
mu_beta0_pH	3	4	0.702	0.705	0.031	1.446	1.123	0.367	-0.008	PWSI
mu_beta2_pH	3	3	-5.894	-4.528	-18.174	-0.440	1.101	4.551	-0.300	PWSI
mu_beta2_pH	3	4	-6.277	-5.404	-16.533	-0.543	1.102	4.201	-0.208	PWSI
tau_beta2_pH	3	1	5.505	0.868	0.044	50.838	1.101	13.355	0.347	PWSI
beta0_pelagic	3		0.188	0.245	-0.421	0.564	1.116	0.267	-0.213	PWSI
beta0_yellow	4		0.869	0.973	-0.344	1.195	1.168	0.346	-0.300	PWSO
beta0_pH	5	1	-0.778	-0.717	-1.847	-0.125	1.125	0.428	-0.142	BSAI
beta1_pH	5	1	2.329	2.251	1.476	3.701	1.188	0.564	0.138	BSAI
beta2_pH	5	1	1.923	1.262	0.223	8.277	1.296	2.192	0.302	BSAI
beta0_pH	6	1	-0.580	-0.420	-2.118	0.065	1.171	0.531	-0.301	SOKO2SAP
beta1_pH	6	1	2.140	1.968	1.098	3.936	1.244	0.748	0.230	SOKO2SAP
beta2_pH	6	1	1.166	0.423	0.120	7.422	1.352	2.079	0.357	SOKO2SAP
beta1_pH	8	1	2.319	2.136	1.250	4.340	1.416	0.824	0.222	afognak
beta2_pH	8	1	0.902	0.357	0.142	5.503	1.466	1.661	0.328	afognak
beta3_pH	8	1	34.791	34.038	29.178	42.883	1.312	4.047	0.186	afognak
beta1_pH	9	1	2.101	1.963	1.189	3.638	1.317	0.641	0.215	eastside
beta2_pH	9	1	1.126	0.498	0.149	6.804	1.340	1.851	0.339	eastside
beta2_pH	9	3	0.388	0.225	0.093	1.885	1.166	0.644	0.253	eastside
beta3_pH	9	1	32.493	32.103	27.588	38.646	1.269	2.871	0.136	eastside

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	776.00	291.00	1,264.00	424.00
Prop. of total	0.73	0.27	0.75	0.25
Prop. median less than 1	0.14	0.18	0.28	0.37
Prop. median less than 10	0.27	0.44	0.45	0.66
Prop. median less than 50	0.39	0.65	0.59	0.74
Median of the median values	197.53	17.94	16.89	2.74
Mean of the median values	1,094.11	543.46	467.63	245.39
Mean skew of posteriors	0.21	0.28	0.26	0.25

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	5.00	5.00	54.00	44.00
Prop. of total	0.50	0.50	0.55	0.45
Prop. median less than 1	0.40	0.60	0.78	0.57
Prop. median less than 10	0.60	1.00	0.91	0.82
Prop. median less than 50	0.60	1.00	0.98	0.86
Median of the median values	1.59	0.39	0.01	0.35
Mean of the median values	36.57	0.62	3.14	23.00
Mean skew of posteriors	0.24	0.20	0.15	0.17

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta0_pelagic	3
beta0_pH	6
beta0_yellow	2
beta1_pelagic	3
beta1_pH	10
beta2_pH	9
beta2_yellow	1
beta3_pelagic	1
beta3_pH	5
H_ay	1
H_ayu	1
Hb_ayu	1
Ho_ay	2
Ho_ayu	4
Hp_ay	1
Hp_ayu	1
Hs_ayu	2
Hy_ay	2
Hy_ayg	1
Hy_ayu	2
mu_beta0_pH	1
mu_beta2_pH	1
p_slope	1
pH	3
R_ayg	3
R_ayu	6
Rb_ayg	3
Rb_ayu	1
Rd_ay	3
Rd_ayg	2
Rd_ayu	2
re_pelagic	6
re_pH	51
Ro_ay	14
Ro_ayg	11
Ro_ayu	26
Rp_ayg	3
Rp_ayu	1
Rs_ay	3
Rs_ayg	10
Rs_ayu	15
Ry_ay	15
Ry_ayg	6
Ry_ayu	22
tau_beta2_pH	1
wt	2,181

Parameter estimates:

Summary Table of Parameter Estimates
Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.013	0.071	-0.146	-0.015	0.139
mu_bc_H[2]	0.069	0.053	-0.029	0.068	0.183
mu_bc_H[3]	-0.272	0.068	-0.397	-0.274	-0.135
mu_bc_H[4]	-0.933	0.180	-1.301	-0.928	-0.592
mu_bc_H[5]	1.377	1.189	0.113	1.096	4.506
mu_bc_H[6]	-2.388	0.323	-3.022	-2.392	-1.735
mu_bc_H[7]	-0.459	0.102	-0.663	-0.457	-0.257
mu_bc_H[8]	0.256	0.347	-0.327	0.226	1.038
mu_bc_H[9]	-0.248	0.125	-0.498	-0.246	-0.002
mu_bc_H[10]	0.061	0.065	-0.059	0.058	0.195
mu_bc_H[11]	-0.126	0.037	-0.200	-0.125	-0.053
mu_bc_H[12]	-0.256	0.107	-0.496	-0.251	-0.057
mu_bc_H[13]	-0.163	0.072	-0.302	-0.163	-0.020
mu_bc_H[14]	-0.302	0.092	-0.487	-0.299	-0.128
mu_bc_H[15]	-0.337	0.047	-0.430	-0.337	-0.244
mu_bc_H[16]	-0.154	0.357	-0.768	-0.182	0.625
mu_bc_R[1]	1.051	0.121	0.812	1.051	1.289
mu_bc_R[2]	1.011	0.075	0.855	1.016	1.144
mu_bc_R[3]	0.244	0.095	0.054	0.245	0.422
mu_bc_R[4]	0.681	0.199	0.277	0.685	1.048
mu_bc_R[5]	1.693	0.373	0.966	1.703	2.419
mu_bc_R[6]	-1.426	0.344	-2.089	-1.432	-0.745
mu_bc_R[7]	0.499	0.170	0.147	0.500	0.822
mu_bc_R[8]	0.638	0.145	0.354	0.637	0.910
mu_bc_R[9]	0.399	0.165	0.062	0.405	0.706
mu_bc_R[10]	0.913	0.102	0.715	0.911	1.112
mu_bc_R[11]	1.107	0.074	0.967	1.108	1.256
mu_bc_R[12]	0.866	0.161	0.547	0.868	1.189
mu_bc_R[13]	1.045	0.088	0.869	1.046	1.216
mu_bc_R[14]	0.863	0.125	0.622	0.865	1.105
mu_bc_R[15]	0.808	0.097	0.613	0.810	0.994
mu_bc_R[16]	1.356	0.113	1.129	1.358	1.572
tau_pH[1]	2.428	0.177	2.100	2.423	2.792
tau_pH[2]	1.635	0.153	1.357	1.629	1.953
tau_pH[3]	1.217	0.112	1.009	1.214	1.458
tau_pH[4]	1.120	0.144	0.860	1.110	1.435
tau_pH[5]	0.433	0.077	0.306	0.426	0.607
beta0_pH[1,1]	0.577	0.182	0.183	0.595	0.902
beta0_pH[2,1]	1.397	0.166	1.056	1.399	1.716
beta0_pH[3,1]	1.399	0.219	0.826	1.428	1.737
beta0_pH[4,1]	1.528	0.242	1.010	1.541	1.941
beta0_pH[5,1]	-0.778	0.428	-1.847	-0.717	-0.125
beta0_pH[6,1]	-0.580	0.531	-2.118	-0.420	0.065
beta0_pH[7,1]	0.759	0.011	0.738	0.759	0.780
beta0_pH[8,1]	-0.612	0.284	-1.249	-0.601	-0.096
beta0_pH[9,1]	-0.315	0.268	-0.864	-0.302	0.183
beta0_pH[10,1]	0.292	0.229	-0.209	0.299	0.705
beta0_pH[11,1]	0.099	0.338	-0.690	0.157	0.621
beta0_pH[12,1]	0.633	0.192	0.263	0.633	1.010
beta0_pH[13,1]	-0.676	0.152	-0.968	-0.669	-0.381
beta0_pH[14,1]	0.018	0.181	-0.348	0.022	0.361
beta0_pH[15,1]	0.118	0.178	-0.354	0.150	0.392
beta0_pH[16,1]	-0.855	0.181	-1.205	-0.841	-0.519
beta0_pH[1,2]	2.563	0.083	2.404	2.561	2.730
beta0_pH[2,2]	3.079	0.021	3.038	3.078	3.120
beta0_pH[3,2]	3.624	0.041	3.546	3.623	3.706
beta0_pH[4,2]	2.936	0.019	2.899	2.936	2.971
beta0_pH[5,2]	4.562	1.525	2.693	4.259	8.413
beta0_pH[6,2]	3.317	0.153	3.032	3.314	3.622
beta0_pH[7,2]	2.033	0.050	1.936	2.032	2.135
beta0_pH[8,2]	2.820	0.066	2.693	2.820	2.956
beta0_pH[9,2]	3.957	0.207	3.584	3.947	4.384
beta0_pH[10,2]	3.990	0.128	3.751	3.988	4.243
beta0_pH[11,2]	1.885	0.009	1.868	1.885	1.904
beta0_pH[12,2]	1.792	0.068	1.659	1.791	1.931
beta0_pH[13,2]	2.497	0.026	2.443	2.497	2.549
beta0_pH[14,2]	1.804	0.024	1.759	1.804	1.852
beta0_pH[15,2]	2.545	0.017	2.511	2.545	2.579
beta0_pH[16,2]	2.765	0.025	2.716	2.765	2.813
beta0_pH[1,3]	1.089	0.379	0.223	1.160	1.678
beta0_pH[2,3]	2.126	0.017	2.093	2.126	2.160
beta0_pH[3,3]	2.692	0.024	2.647	2.692	2.739
beta0_pH[4,3]	2.980	0.034	2.913	2.981	3.048
beta0_pH[5,3]	3.271	2.326	0.827	2.661	9.426
beta0_pH[6,3]	1.357	0.369	0.731	1.330	2.146
beta0_pH[7,3]	0.861	0.050	0.765	0.859	0.964
beta0_pH[8,3]	0.264	0.229	-0.209	0.287	0.617
beta0_pH[9,3]	-1.881	0.998	-4.265	-1.802	-0.276
beta0_pH[10,3]	-0.417	0.840	-2.427	-0.315	0.878
beta0_pH[11,3]	1.063	0.505	0.018	1.092	1.989
beta0_pH[12,3]	0.903	0.642	-0.445	0.908	2.069
beta0_pH[13,3]	0.943	0.502	-0.110	0.968	1.840
beta0_pH[14,3]	0.534	0.419	-0.367	0.572	1.275
beta0_pH[15,3]	0.674	0.424	-0.272	0.715	1.435
beta0_pH[16,3]	1.150	0.638	-0.030	1.131	2.400
beta0_pH[11,4]	0.835	0.416	0.048	0.831	1.687
beta0_pH[12,4]	0.806	0.567	-0.272	0.775	2.023
beta0_pH[13,4]	0.687	0.362	-0.081	0.714	1.341
beta0_pH[14,4]	0.470	0.365	-0.311	0.503	1.080
beta0_pH[15,4]	0.618	0.352	-0.063	0.651	1.361
beta0_pH[16,4]	0.770	0.431	-0.028	0.752	1.696
beta0_pH[11,5]	2.972	0.152	2.707	2.963	3.301
beta0_pH[12,5]	-0.896	0.500	-1.880	-0.884	0.030
beta0_pH[13,5]	4.906	0.399	4.172	4.891	5.737
beta0_pH[14,5]	3.885	0.368	3.202	3.862	4.671
beta0_pH[15,5]	2.286	0.123	2.061	2.283	2.550
beta0_pH[16,5]	0.273	0.069	0.173	0.262	0.434
beta1_pH[1,1]	2.459	0.448	1.732	2.397	3.447
beta1_pH[2,1]	1.622	0.286	1.051	1.619	2.169
beta1_pH[3,1]	1.816	0.413	1.207	1.756	2.840
beta1_pH[4,1]	1.935	0.458	1.233	1.863	3.231
beta1_pH[5,1]	2.329	0.564	1.476	2.251	3.701
beta1_pH[6,1]	2.140	0.748	1.098	1.968	3.936
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.319	0.824	1.250	2.136	4.340
beta1_pH[9,1]	2.101	0.641	1.189	1.963	3.638
beta1_pH[10,1]	2.196	0.446	1.537	2.123	3.309
beta1_pH[11,1]	3.279	0.478	2.456	3.221	4.338
beta1_pH[12,1]	2.890	0.288	2.331	2.888	3.456
beta1_pH[13,1]	3.492	0.252	2.992	3.494	3.964
beta1_pH[14,1]	2.854	0.328	2.255	2.834	3.530
beta1_pH[15,1]	2.309	0.250	1.920	2.264	2.932
beta1_pH[16,1]	4.003	0.246	3.528	4.003	4.446
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	1.863	1.043	0.054	1.785	4.400
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	4.694	2.548	0.916	4.109	11.452
beta1_pH[9,3]	6.648	2.473	2.913	6.333	12.772
beta1_pH[10,3]	6.320	2.665	2.638	5.732	12.648
beta1_pH[11,3]	2.230	0.546	1.185	2.216	3.319
beta1_pH[12,3]	3.304	0.664	2.095	3.273	4.707
beta1_pH[13,3]	2.052	0.535	1.047	2.035	3.148
beta1_pH[14,3]	2.258	0.476	1.379	2.231	3.288
beta1_pH[15,3]	2.156	0.489	1.259	2.122	3.185
beta1_pH[16,3]	3.734	0.697	2.355	3.758	5.053
beta1_pH[11,4]	1.986	0.470	1.007	2.014	2.880
beta1_pH[12,4]	3.246	0.586	2.029	3.255	4.378
beta1_pH[13,4]	1.317	0.381	0.609	1.301	2.090
beta1_pH[14,4]	1.900	0.428	1.161	1.871	2.809
beta1_pH[15,4]	1.402	0.413	0.548	1.379	2.177
beta1_pH[16,4]	3.732	0.524	2.634	3.748	4.697
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	1.530	0.937	0.364	1.289	3.415
beta2_pH[2,1]	1.691	0.967	0.305	1.488	3.450
beta2_pH[3,1]	1.387	0.857	0.211	1.216	2.944
beta2_pH[4,1]	1.196	0.830	0.198	0.905	2.923
beta2_pH[5,1]	1.923	2.192	0.223	1.262	8.277
beta2_pH[6,1]	1.166	2.079	0.120	0.423	7.422
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	0.902	1.661	0.142	0.357	5.503
beta2_pH[9,1]	1.126	1.851	0.149	0.498	6.804
beta2_pH[10,1]	1.322	1.780	0.235	0.725	6.840
beta2_pH[11,1]	0.449	0.226	0.197	0.388	1.079
beta2_pH[12,1]	1.730	0.906	0.626	1.457	3.836
beta2_pH[13,1]	1.021	0.430	0.569	0.912	2.308
beta2_pH[14,1]	1.118	0.643	0.455	0.923	3.146
beta2_pH[15,1]	1.128	0.655	0.403	0.945	3.115
beta2_pH[16,1]	1.057	0.334	0.638	0.990	1.849
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	6.781	6.584	0.163	5.303	22.240
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	1.605	1.484	0.180	1.125	6.006
beta2_pH[9,3]	0.388	0.644	0.093	0.225	1.885
beta2_pH[10,3]	0.461	0.605	0.108	0.278	2.238
beta2_pH[11,3]	-6.048	4.921	-18.952	-4.448	-0.575
beta2_pH[12,3]	-6.840	4.631	-18.566	-5.650	-1.249
beta2_pH[13,3]	-6.233	4.772	-18.974	-4.790	-1.011
beta2_pH[14,3]	-6.277	4.592	-17.981	-4.712	-1.247
beta2_pH[15,3]	-6.371	4.569	-18.277	-4.979	-1.096
beta2_pH[16,3]	-6.344	4.498	-18.325	-4.871	-1.515
beta2_pH[11,4]	-6.628	4.581	-17.838	-5.546	-0.785
beta2_pH[12,4]	-6.908	4.464	-17.847	-5.990	-1.118
beta2_pH[13,4]	-6.674	4.431	-17.472	-5.682	-1.091
beta2_pH[14,4]	-6.827	4.315	-17.456	-5.795	-1.338
beta2_pH[15,4]	-6.940	4.442	-17.633	-6.044	-1.020
beta2_pH[16,4]	-7.289	4.130	-17.793	-6.424	-2.053
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	34.792	1.032	32.707	34.845	36.776
beta3_pH[2,1]	32.580	1.395	30.168	32.445	35.804
beta3_pH[3,1]	33.131	1.467	30.503	33.051	36.400
beta3_pH[4,1]	32.350	1.659	29.615	32.212	35.804
beta3_pH[5,1]	27.788	1.481	25.726	27.548	31.777
beta3_pH[6,1]	32.733	3.402	24.515	32.888	39.596
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	34.791	4.047	29.178	34.038	42.883
beta3_pH[9,1]	32.493	2.871	27.588	32.103	38.646
beta3_pH[10,1]	32.967	1.861	30.154	32.645	37.470
beta3_pH[11,1]	31.311	1.047	29.255	31.286	33.248
beta3_pH[12,1]	30.780	0.484	29.797	30.803	31.660
beta3_pH[13,1]	31.421	0.533	30.403	31.409	32.489
beta3_pH[14,1]	32.595	0.741	31.267	32.578	34.042
beta3_pH[15,1]	31.045	0.738	29.639	31.056	32.543
beta3_pH[16,1]	30.133	0.357	29.446	30.120	30.871
beta3_pH[1,2]	34.686	5.515	25.498	34.747	43.517
beta3_pH[2,2]	34.381	5.482	25.382	34.258	43.500
beta3_pH[3,2]	30.559	7.268	18.607	30.702	42.345
beta3_pH[4,2]	30.428	7.157	18.646	30.314	42.252
beta3_pH[5,2]	30.429	7.186	18.766	30.428	42.388
beta3_pH[6,2]	30.477	7.129	18.709	30.411	42.255
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	37.990	3.476	28.619	39.466	42.271
beta3_pH[2,3]	34.424	5.460	25.439	34.398	43.446
beta3_pH[3,3]	30.527	7.175	18.762	30.345	42.366
beta3_pH[4,3]	30.462	7.231	18.578	30.533	42.383
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	42.005	1.261	39.152	41.987	43.864
beta3_pH[9,3]	35.914	1.662	34.523	35.267	40.730
beta3_pH[10,3]	37.829	2.528	34.646	37.142	43.401
beta3_pH[11,3]	40.786	1.044	39.014	40.802	42.743
beta3_pH[12,3]	42.087	0.669	40.414	42.290	42.851
beta3_pH[13,3]	41.418	0.717	40.003	41.437	42.822
beta3_pH[14,3]	40.499	0.642	39.173	40.519	41.714
beta3_pH[15,3]	40.677	0.602	39.412	40.683	41.896
beta3_pH[16,3]	41.860	0.386	41.058	41.919	42.623
beta3_pH[11,4]	40.499	0.957	38.859	40.394	42.527
beta3_pH[12,4]	41.947	0.746	40.308	42.200	42.874
beta3_pH[13,4]	41.887	0.969	40.015	41.935	43.621
beta3_pH[14,4]	40.355	0.697	38.933	40.390	41.636
beta3_pH[15,4]	41.177	0.960	39.154	41.164	43.124
beta3_pH[16,4]	41.418	0.288	40.922	41.404	41.929
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.264	0.021	0.225	0.264	0.307
beta4_pH[2,1]	0.211	0.005	0.201	0.211	0.221
beta4_pH[3,1]	0.173	0.007	0.159	0.173	0.187
beta4_pH[4,1]	0.294	0.011	0.271	0.294	0.316
beta4_pH[5,1]	0.434	0.292	0.093	0.401	0.946
beta4_pH[6,1]	0.793	0.394	0.324	0.739	1.512
beta4_pH[7,1]	0.865	0.353	0.357	0.807	1.659
beta4_pH[8,1]	0.162	0.072	0.042	0.157	0.317
beta4_pH[9,1]	0.214	0.086	0.061	0.211	0.396
beta4_pH[10,1]	0.001	0.001	0.000	0.001	0.003
beta4_pH[11,1]	0.446	0.012	0.423	0.446	0.469
beta4_pH[12,1]	0.641	0.023	0.597	0.641	0.687
beta4_pH[13,1]	0.630	0.014	0.603	0.630	0.656
beta4_pH[14,1]	0.670	0.031	0.614	0.669	0.733
beta4_pH[15,1]	0.800	0.020	0.760	0.800	0.841
beta4_pH[16,1]	1.222	0.042	1.141	1.221	1.308
beta4_pH[1,2]	0.305	0.096	0.136	0.299	0.507
beta4_pH[2,2]	0.513	0.023	0.470	0.513	0.559
beta4_pH[3,2]	0.446	0.012	0.423	0.446	0.469
beta4_pH[4,2]	0.654	0.038	0.582	0.653	0.729
beta4_pH[5,2]	0.744	0.933	0.120	0.545	2.610
beta4_pH[6,2]	0.916	0.873	0.210	0.728	2.735
beta4_pH[7,2]	0.899	0.421	0.364	0.826	1.950
beta4_pH[8,2]	0.851	0.201	0.493	0.839	1.273
beta4_pH[9,2]	1.178	1.177	0.306	0.885	3.797
beta4_pH[10,2]	0.456	0.052	0.361	0.455	0.564
beta4_pH[11,2]	1.268	0.050	1.171	1.268	1.368
beta4_pH[12,2]	0.582	0.107	0.385	0.578	0.803
beta4_pH[13,2]	0.945	0.044	0.862	0.943	1.034
beta4_pH[14,2]	0.932	0.063	0.811	0.932	1.054
beta4_pH[15,2]	1.011	0.026	0.962	1.010	1.064
beta4_pH[16,2]	1.407	0.077	1.262	1.407	1.560
beta4_pH[1,3]	0.284	0.085	0.130	0.279	0.453
beta4_pH[2,3]	0.051	0.017	0.020	0.050	0.088
beta4_pH[3,3]	0.052	0.010	0.033	0.052	0.071
beta4_pH[4,3]	0.173	0.031	0.115	0.172	0.236
beta4_pH[5,3]	0.763	0.823	0.121	0.570	2.719
beta4_pH[6,3]	0.869	0.831	0.205	0.714	2.407
beta4_pH[7,3]	0.894	0.410	0.337	0.829	1.888
beta4_pH[8,3]	0.415	0.199	0.108	0.392	0.868
beta4_pH[9,3]	0.950	0.967	0.158	0.702	3.241
beta4_pH[10,3]	0.061	0.042	0.003	0.055	0.158
beta4_pH[11,3]	0.363	0.016	0.334	0.364	0.394
beta4_pH[12,3]	0.439	0.041	0.361	0.438	0.522
beta4_pH[13,3]	0.837	0.038	0.767	0.836	0.915
beta4_pH[14,3]	0.824	0.066	0.698	0.822	0.960
beta4_pH[15,3]	0.634	0.017	0.602	0.634	0.668
beta4_pH[16,3]	0.636	0.035	0.570	0.636	0.709
beta4_pH[1,4]	0.636	0.351	0.215	0.560	1.521
beta4_pH[2,4]	0.788	0.775	0.108	0.580	2.684
beta4_pH[3,4]	0.887	1.036	0.107	0.604	3.469
beta4_pH[4,4]	0.718	0.451	0.206	0.617	1.747
beta4_pH[5,4]	0.776	0.950	0.116	0.572	2.597
beta4_pH[6,4]	0.891	0.712	0.192	0.728	2.640
beta4_pH[7,4]	0.900	0.430	0.343	0.825	1.885
beta4_pH[8,4]	0.739	0.722	0.148	0.590	2.198
beta4_pH[9,4]	0.786	0.839	0.122	0.567	2.855
beta4_pH[10,4]	1.464	3.053	0.008	0.382	11.162
beta4_pH[11,4]	0.444	0.017	0.410	0.444	0.478
beta4_pH[12,4]	0.554	0.053	0.459	0.552	0.665
beta4_pH[13,4]	0.925	0.036	0.857	0.924	0.999
beta4_pH[14,4]	0.918	0.074	0.780	0.918	1.070
beta4_pH[15,4]	0.713	0.020	0.675	0.713	0.754
beta4_pH[16,4]	0.684	0.041	0.609	0.683	0.765
beta4_pH[1,5]	0.642	0.366	0.215	0.565	1.500
beta4_pH[2,5]	0.790	0.771	0.119	0.578	2.797
beta4_pH[3,5]	0.844	0.998	0.105	0.576	3.050
beta4_pH[4,5]	0.732	0.470	0.210	0.626	1.982
beta4_pH[5,5]	0.756	0.758	0.114	0.570	2.495
beta4_pH[6,5]	0.921	0.812	0.215	0.742	2.613
beta4_pH[7,5]	0.902	0.450	0.348	0.826	1.978
beta4_pH[8,5]	0.753	0.710	0.150	0.592	2.231
beta4_pH[9,5]	0.785	0.918	0.119	0.559	2.772
beta4_pH[10,5]	1.445	2.971	0.007	0.398	10.422
beta4_pH[11,5]	0.602	0.052	0.506	0.603	0.706
beta4_pH[12,5]	0.585	0.168	0.303	0.564	0.962
beta4_pH[13,5]	0.773	0.059	0.664	0.771	0.895
beta4_pH[14,5]	0.846	0.117	0.641	0.838	1.098
beta4_pH[15,5]	1.144	0.073	1.008	1.141	1.292
beta4_pH[16,5]	17.486	4.041	10.156	17.447	24.467
beta0_pelagic[1]	2.267	0.036	2.198	2.266	2.343
beta0_pelagic[2]	1.538	0.007	1.524	1.538	1.552
beta0_pelagic[3]	0.188	0.267	-0.421	0.245	0.564
beta0_pelagic[4]	0.113	0.299	-0.683	0.155	0.569
beta0_pelagic[5]	1.451	0.156	1.155	1.449	1.772
beta0_pelagic[6]	1.356	0.061	1.241	1.354	1.481
beta0_pelagic[7]	1.485	0.039	1.411	1.484	1.562
beta0_pelagic[8]	1.674	0.044	1.592	1.671	1.764
beta0_pelagic[9]	2.793	0.064	2.670	2.792	2.918
beta0_pelagic[10]	2.604	0.032	2.545	2.604	2.668
beta0_pelagic[11]	-0.204	0.227	-0.678	-0.170	0.161
beta0_pelagic[12]	1.801	0.036	1.734	1.799	1.876
beta0_pelagic[13]	-0.899	0.352	-1.458	-0.949	-0.098
beta0_pelagic[14]	-0.289	0.170	-0.649	-0.275	0.003
beta0_pelagic[15]	-0.215	0.033	-0.296	-0.201	-0.181
beta0_pelagic[16]	-0.431	0.379	-1.406	-0.339	0.075
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.768	0.326	0.300	0.720	1.749
beta1_pelagic[4]	0.956	0.352	0.448	0.909	1.966
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.233	0.326	0.682	1.181	1.910
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	2.599	0.463	1.652	2.596	3.449
beta1_pelagic[14]	1.805	0.472	1.144	1.702	3.164
beta1_pelagic[15]	0.137	0.205	0.001	0.032	0.725
beta1_pelagic[16]	1.605	0.666	0.735	1.403	3.148
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.031	5.885	0.166	4.128	20.151
beta2_pelagic[4]	6.554	6.008	0.185	5.006	21.387
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	1.602	1.521	0.194	1.064	5.701
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.187	0.072	0.100	0.175	0.340
beta2_pelagic[14]	0.864	0.871	0.199	0.588	3.415
beta2_pelagic[15]	2.704	1.943	0.191	2.340	7.382
beta2_pelagic[16]	0.839	1.142	0.111	0.388	4.611
beta3_pelagic[1]	29.436	3.755	23.319	29.367	35.701
beta3_pelagic[2]	29.462	3.768	23.394	29.406	35.673
beta3_pelagic[3]	27.878	2.622	23.448	28.173	32.137
beta3_pelagic[4]	25.900	1.354	23.383	26.091	28.824
beta3_pelagic[5]	29.621	6.697	18.570	29.864	40.426
beta3_pelagic[6]	29.546	6.625	18.519	29.555	40.523
beta3_pelagic[7]	29.469	6.644	18.551	29.503	40.447
beta3_pelagic[8]	29.610	6.682	18.670	29.815	40.341
beta3_pelagic[9]	29.441	6.652	18.538	29.402	40.607
beta3_pelagic[10]	29.375	6.649	18.493	29.316	40.454
beta3_pelagic[11]	29.896	1.416	27.433	29.793	33.017
beta3_pelagic[12]	32.436	5.432	23.474	32.542	41.521
beta3_pelagic[13]	30.988	3.532	25.354	30.499	40.044
beta3_pelagic[14]	34.221	1.785	31.492	34.029	38.592
beta3_pelagic[15]	35.104	5.640	23.814	36.510	41.740
beta3_pelagic[16]	31.741	3.027	26.115	31.386	39.785
beta0_yellow[1]	-0.480	0.080	-0.636	-0.480	-0.321
beta0_yellow[2]	0.542	0.077	0.368	0.547	0.674
beta0_yellow[3]	-0.214	0.132	-0.490	-0.216	0.015
beta0_yellow[4]	0.869	0.346	-0.344	0.973	1.195
beta0_yellow[5]	0.265	0.334	-0.448	0.296	0.845
beta0_yellow[6]	0.812	0.106	0.606	0.811	1.016
beta0_yellow[7]	1.001	0.094	0.821	1.002	1.188
beta0_yellow[8]	1.026	0.093	0.844	1.022	1.212
beta0_yellow[9]	0.458	0.098	0.264	0.459	0.654
beta0_yellow[10]	0.538	0.071	0.402	0.538	0.679
beta0_yellow[11]	-0.207	0.123	-0.471	-0.194	-0.004
beta0_yellow[12]	-1.081	0.094	-1.269	-1.080	-0.898
beta0_yellow[13]	-1.392	0.285	-2.462	-1.344	-1.068
beta0_yellow[14]	-0.255	0.148	-0.565	-0.239	-0.012
beta0_yellow[15]	-1.246	0.123	-1.530	-1.239	-1.033
beta0_yellow[16]	-0.255	0.092	-0.440	-0.254	-0.079
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.006	0.228	0.556	1.005	1.461
beta1_yellow[3]	0.488	0.283	0.020	0.491	0.954
beta1_yellow[4]	1.415	0.698	0.642	1.211	3.505
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	0.350	0.419	0.001	0.161	1.346
beta1_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[13]	1.025	0.993	0.020	0.757	4.063
beta1_yellow[14]	1.002	1.403	0.013	0.527	5.522
beta1_yellow[15]	0.144	0.182	0.011	0.073	0.607
beta1_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.748	5.837	-21.901	-6.432	-0.541
beta2_yellow[3]	-7.753	5.834	-21.912	-6.487	-0.431
beta2_yellow[4]	-5.443	5.926	-20.125	-3.223	-0.104
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-7.583	5.762	-21.014	-6.336	-0.439
beta2_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[13]	-6.354	5.910	-20.604	-4.514	-0.143
beta2_yellow[14]	-7.136	5.764	-21.254	-5.699	-0.398
beta2_yellow[15]	-6.571	5.378	-20.598	-5.195	-0.269
beta2_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	28.940	1.110	27.416	28.710	31.774
beta3_yellow[3]	32.271	3.433	22.061	32.551	38.230
beta3_yellow[4]	29.629	3.390	23.124	28.412	36.122
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	34.410	3.584	29.438	33.487	42.253
beta3_yellow[12]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[13]	33.817	2.626	29.394	33.796	40.291
beta3_yellow[14]	33.494	3.503	29.114	33.143	42.543
beta3_yellow[15]	36.868	3.889	30.342	36.771	43.607
beta3_yellow[16]	25.000	0.000	25.000	25.000	25.000
beta0_black[1]	0.012	0.077	-0.138	0.009	0.172
beta0_black[2]	1.855	0.032	1.794	1.855	1.915
beta0_black[3]	1.239	0.036	1.168	1.239	1.309
beta0_black[4]	2.425	0.048	2.332	2.424	2.520
beta0_black[5]	5.225	2.437	1.736	4.761	11.494
beta0_black[6]	5.287	2.212	2.654	4.731	11.226
beta0_black[7]	4.044	2.050	1.567	3.534	9.793
beta0_black[8]	0.884	0.216	0.479	0.877	1.340
beta0_black[9]	2.815	0.269	2.310	2.808	3.355
beta0_black[10]	1.287	0.050	1.191	1.286	1.386
beta0_black[11]	2.979	0.052	2.881	2.979	3.085
beta0_black[12]	4.918	0.190	4.555	4.914	5.305
beta0_black[13]	0.448	0.342	0.018	0.365	1.230
beta0_black[14]	2.853	0.106	2.645	2.852	3.059
beta0_black[15]	0.721	0.052	0.619	0.721	0.822
beta0_black[16]	3.774	0.074	3.631	3.773	3.922
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.301	1.621	-6.484	-2.026	-0.251
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	37.304	3.327	27.014	38.100	40.897
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.325	0.093	-0.507	-0.324	-0.144
beta4_black[2]	0.258	0.051	0.160	0.256	0.363
beta4_black[3]	-0.718	0.066	-0.847	-0.720	-0.586
beta4_black[4]	0.632	0.130	0.374	0.629	0.890
beta4_black[5]	0.755	1.519	-1.218	0.485	4.411
beta4_black[6]	0.857	1.445	-0.884	0.563	4.520
beta4_black[7]	0.799	1.410	-0.953	0.504	4.383
beta4_black[8]	0.090	0.282	-0.504	0.101	0.646
beta4_black[9]	1.023	0.812	-0.105	0.854	2.983
beta4_black[10]	0.075	0.066	-0.049	0.074	0.205
beta4_black[11]	-0.610	0.065	-0.739	-0.610	-0.484
beta4_black[12]	1.229	0.286	0.690	1.225	1.813
beta4_black[13]	-1.006	0.077	-1.159	-1.002	-0.863
beta4_black[14]	0.219	0.177	-0.127	0.216	0.564
beta4_black[15]	0.003	0.047	-0.089	0.002	0.094
beta4_black[16]	-0.418	0.116	-0.643	-0.417	-0.189
beta0_dsr[11]	-0.329	0.009	-0.347	-0.328	-0.311
beta0_dsr[12]	1.409	0.043	1.327	1.408	1.497
beta0_dsr[13]	0.155	0.021	0.111	0.156	0.195
beta0_dsr[14]	-0.127	0.017	-0.160	-0.127	-0.093
beta0_dsr[15]	0.206	0.014	0.178	0.205	0.233
beta0_dsr[16]	0.169	0.015	0.138	0.169	0.199
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	0.543	0.035	0.476	0.543	0.610
beta4_dsr[12]	0.807	0.219	0.400	0.800	1.255
beta4_dsr[13]	-0.077	0.040	-0.156	-0.076	0.001
beta4_dsr[14]	-0.209	0.072	-0.350	-0.209	-0.069
beta4_dsr[15]	0.216	0.022	0.173	0.216	0.260
beta4_dsr[16]	-0.059	0.045	-0.149	-0.059	0.031
beta0_slope[11]	-2.208	0.021	-2.250	-2.208	-2.167
beta0_slope[12]	-4.978	0.185	-5.371	-4.972	-4.637
beta0_slope[13]	-1.501	0.033	-1.567	-1.501	-1.438
beta0_slope[14]	-2.711	0.051	-2.815	-2.710	-2.611
beta0_slope[15]	-1.592	0.022	-1.635	-1.592	-1.550
beta0_slope[16]	-2.660	0.035	-2.730	-2.661	-2.589
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.334	0.075	-0.484	-0.332	-0.191
beta4_slope[12]	-4.678	0.780	-6.296	-4.640	-3.201
beta4_slope[13]	0.327	0.053	0.222	0.328	0.432
beta4_slope[14]	-0.158	0.151	-0.457	-0.157	0.138
beta4_slope[15]	-0.360	0.033	-0.425	-0.360	-0.296
beta4_slope[16]	-0.134	0.101	-0.335	-0.135	0.059
beta5_slope[11]	3.063	0.106	2.862	3.061	3.280
beta5_slope[12]	2.014	0.385	1.299	2.003	2.809
beta5_slope[13]	0.878	0.079	0.726	0.877	1.030
beta5_slope[14]	3.753	0.357	3.110	3.742	4.469
beta5_slope[15]	1.306	0.073	1.164	1.306	1.448
beta5_slope[16]	2.722	0.224	2.305	2.711	3.174
tau_comp[1]	3.786	0.293	3.223	3.777	4.395
tau_comp[2]	2.876	0.255	2.394	2.869	3.374
tau_comp[3]	0.871	0.074	0.734	0.870	1.023
tau_comp[4]	1.780	0.278	1.294	1.760	2.382
tau_comp[5]	1.298	0.188	0.953	1.289	1.693
sigma_H[1]	0.207	0.049	0.119	0.204	0.311
sigma_H[2]	0.174	0.029	0.125	0.172	0.237
sigma_H[3]	0.191	0.040	0.120	0.188	0.278
sigma_H[4]	0.460	0.079	0.329	0.451	0.640
sigma_H[5]	0.955	0.201	0.581	0.944	1.376
sigma_H[6]	0.537	0.201	0.109	0.539	0.932
sigma_H[7]	0.307	0.060	0.214	0.300	0.446
sigma_H[8]	0.421	0.090	0.286	0.411	0.620
sigma_H[9]	0.510	0.119	0.322	0.494	0.786
sigma_H[10]	0.209	0.039	0.142	0.206	0.299
sigma_H[11]	0.265	0.045	0.191	0.261	0.367
sigma_H[12]	0.383	0.147	0.199	0.338	0.714
sigma_H[13]	0.217	0.036	0.157	0.214	0.295
sigma_H[14]	0.497	0.090	0.345	0.491	0.693
sigma_H[15]	0.231	0.038	0.167	0.229	0.314
sigma_H[16]	0.215	0.040	0.147	0.211	0.307
lambda_H[1]	2.194	3.911	0.078	0.964	11.413
lambda_H[2]	5.298	5.095	0.526	3.840	20.046
lambda_H[3]	5.683	7.958	0.272	3.104	27.780
lambda_H[4]	0.006	0.005	0.001	0.005	0.018
lambda_H[5]	2.399	4.689	0.025	0.693	16.605
lambda_H[6]	6.562	13.917	0.009	0.377	47.410
lambda_H[7]	0.012	0.009	0.002	0.010	0.034
lambda_H[8]	8.040	10.925	0.109	4.355	36.837
lambda_H[9]	0.015	0.010	0.003	0.013	0.040
lambda_H[10]	0.220	0.266	0.024	0.150	0.798
lambda_H[11]	0.221	0.326	0.011	0.106	1.092
lambda_H[12]	3.781	4.956	0.175	2.219	18.091
lambda_H[13]	3.247	3.028	0.267	2.263	11.710
lambda_H[14]	3.277	3.609	0.252	2.108	12.850
lambda_H[15]	0.019	0.023	0.003	0.014	0.063
lambda_H[16]	0.506	0.836	0.032	0.250	2.618
mu_lambda_H[1]	4.067	1.845	1.102	3.871	8.006
mu_lambda_H[2]	3.721	1.935	0.578	3.538	7.774
mu_lambda_H[3]	3.334	1.815	0.705	3.053	7.477
sigma_lambda_H[1]	8.198	4.330	1.724	7.480	17.858
sigma_lambda_H[2]	8.302	4.802	0.962	7.672	18.417
sigma_lambda_H[3]	6.154	3.991	0.966	5.334	15.931
beta_H[1,1]	6.457	1.312	3.291	6.653	8.355
beta_H[2,1]	9.777	0.599	8.461	9.816	10.844
beta_H[3,1]	7.855	0.772	6.036	7.933	9.126
beta_H[4,1]	10.762	7.591	-4.808	10.629	25.782
beta_H[5,1]	-0.284	2.619	-5.669	-0.134	4.349
beta_H[6,1]	3.105	4.350	-7.284	4.698	8.349
beta_H[7,1]	1.180	5.697	-11.221	1.517	11.351
beta_H[8,1]	1.188	3.123	-2.600	1.191	3.557
beta_H[9,1]	13.571	5.588	3.032	13.414	25.108
beta_H[10,1]	6.869	1.870	2.976	6.894	10.515
beta_H[11,1]	4.875	3.503	-2.684	5.429	9.878
beta_H[12,1]	2.628	1.086	0.763	2.541	5.183
beta_H[13,1]	9.091	0.856	7.186	9.148	10.578
beta_H[14,1]	2.141	0.977	0.260	2.149	4.099
beta_H[15,1]	-6.917	3.382	-13.330	-7.051	0.060
beta_H[16,1]	4.117	3.092	-0.720	3.671	11.357
beta_H[1,2]	7.770	0.279	7.176	7.787	8.280
beta_H[2,2]	9.886	0.159	9.568	9.888	10.199
beta_H[3,2]	8.795	0.194	8.411	8.794	9.188
beta_H[4,2]	3.007	1.437	0.331	2.957	6.038
beta_H[5,2]	1.737	1.039	-0.279	1.771	3.789
beta_H[6,2]	6.038	1.079	3.625	6.173	7.766
beta_H[7,2]	2.426	1.072	0.484	2.372	4.718
beta_H[8,2]	3.022	0.974	1.392	3.136	4.274
beta_H[9,2]	3.141	1.078	1.106	3.128	5.350
beta_H[10,2]	8.013	0.376	7.199	8.028	8.717
beta_H[11,2]	9.832	0.632	8.866	9.730	11.206
beta_H[12,2]	3.941	0.362	3.257	3.931	4.715
beta_H[13,2]	9.150	0.238	8.692	9.153	9.639
beta_H[14,2]	4.010	0.341	3.344	4.014	4.690
beta_H[15,2]	11.531	0.611	10.259	11.546	12.674
beta_H[16,2]	4.527	0.834	3.031	4.501	6.335
beta_H[1,3]	8.458	0.263	7.976	8.459	8.983
beta_H[2,3]	9.871	0.147	9.590	9.871	10.160
beta_H[3,3]	9.465	0.162	9.150	9.464	9.788
beta_H[4,3]	-2.123	0.847	-3.853	-2.108	-0.527
beta_H[5,3]	3.877	0.616	2.640	3.883	5.071
beta_H[6,3]	8.329	1.168	6.658	8.012	10.832
beta_H[7,3]	-2.564	0.645	-3.854	-2.563	-1.356
beta_H[8,3]	5.279	0.477	4.668	5.221	6.301
beta_H[9,3]	-2.668	0.705	-4.075	-2.655	-1.290
beta_H[10,3]	8.562	0.283	8.032	8.556	9.124
beta_H[11,3]	8.501	0.286	7.882	8.520	9.010
beta_H[12,3]	5.278	0.314	4.577	5.320	5.778
beta_H[13,3]	8.861	0.172	8.507	8.863	9.184
beta_H[14,3]	5.778	0.268	5.178	5.796	6.263
beta_H[15,3]	10.290	0.291	9.734	10.286	10.864
beta_H[16,3]	5.891	0.607	4.678	5.903	7.014
beta_H[1,4]	8.089	0.188	7.693	8.096	8.437
beta_H[2,4]	9.858	0.126	9.606	9.860	10.094
beta_H[3,4]	9.971	0.153	9.638	9.979	10.241
beta_H[4,4]	11.792	0.470	10.829	11.799	12.679
beta_H[5,4]	5.573	0.749	4.332	5.484	7.246
beta_H[6,4]	7.207	0.928	5.281	7.466	8.511
beta_H[7,4]	8.543	0.351	7.824	8.554	9.206
beta_H[8,4]	6.729	0.241	6.261	6.735	7.142
beta_H[9,4]	7.419	0.440	6.571	7.417	8.289
beta_H[10,4]	7.515	0.218	7.111	7.507	7.948
beta_H[11,4]	9.509	0.188	9.135	9.509	9.874
beta_H[12,4]	7.258	0.201	6.863	7.253	7.674
beta_H[13,4]	9.073	0.140	8.785	9.077	9.338
beta_H[14,4]	7.833	0.217	7.435	7.825	8.264
beta_H[15,4]	9.468	0.216	9.063	9.463	9.888
beta_H[16,4]	9.429	0.247	8.968	9.417	9.922
beta_H[1,5]	8.892	0.158	8.564	8.895	9.192
beta_H[2,5]	10.674	0.098	10.489	10.670	10.878
beta_H[3,5]	10.751	0.159	10.477	10.746	11.085
beta_H[4,5]	8.352	0.490	7.379	8.352	9.326
beta_H[5,5]	5.181	0.600	3.770	5.251	6.166
beta_H[6,5]	8.928	0.608	8.013	8.818	10.268
beta_H[7,5]	6.580	0.348	5.903	6.567	7.308
beta_H[8,5]	8.255	0.209	7.905	8.241	8.658
beta_H[9,5]	8.204	0.452	7.310	8.209	9.083
beta_H[10,5]	10.040	0.217	9.606	10.041	10.457
beta_H[11,5]	11.594	0.219	11.162	11.591	12.041
beta_H[12,5]	8.612	0.189	8.215	8.614	8.984
beta_H[13,5]	10.131	0.129	9.886	10.128	10.395
beta_H[14,5]	9.241	0.217	8.843	9.234	9.699
beta_H[15,5]	11.318	0.230	10.861	11.322	11.770
beta_H[16,5]	9.829	0.188	9.458	9.843	10.184
beta_H[1,6]	10.116	0.238	9.738	10.084	10.700
beta_H[2,6]	11.474	0.114	11.250	11.473	11.706
beta_H[3,6]	10.618	0.154	10.284	10.623	10.890
beta_H[4,6]	12.923	0.881	11.197	12.922	14.699
beta_H[5,6]	5.671	0.643	4.557	5.623	7.049
beta_H[6,6]	8.758	0.562	7.529	8.792	9.817
beta_H[7,6]	10.564	0.592	9.379	10.568	11.749
beta_H[8,6]	9.537	0.262	9.037	9.552	9.968
beta_H[9,6]	8.260	0.755	6.827	8.243	9.785
beta_H[10,6]	9.138	0.335	8.427	9.156	9.741
beta_H[11,6]	10.691	0.360	9.928	10.714	11.335
beta_H[12,6]	9.378	0.236	8.917	9.369	9.882
beta_H[13,6]	11.087	0.154	10.791	11.083	11.395
beta_H[14,6]	9.913	0.286	9.352	9.912	10.484
beta_H[15,6]	10.561	0.408	9.756	10.568	11.386
beta_H[16,6]	10.592	0.262	10.035	10.600	11.092
beta_H[1,7]	10.138	1.260	6.862	10.419	11.861
beta_H[2,7]	12.113	0.525	10.991	12.148	13.082
beta_H[3,7]	10.316	0.627	8.962	10.363	11.368
beta_H[4,7]	1.373	4.498	-7.522	1.402	10.204
beta_H[5,7]	5.784	2.153	1.512	5.865	9.727
beta_H[6,7]	7.207	3.145	-0.539	8.352	10.916
beta_H[7,7]	7.607	2.987	1.718	7.544	13.445
beta_H[8,7]	10.884	1.020	9.188	10.862	12.510
beta_H[9,7]	5.075	3.943	-2.829	5.171	12.848
beta_H[10,7]	9.998	1.607	7.277	9.811	13.520
beta_H[11,7]	11.356	1.814	8.201	11.177	15.400
beta_H[12,7]	9.815	0.933	7.708	9.887	11.497
beta_H[13,7]	11.717	0.700	10.216	11.775	12.980
beta_H[14,7]	10.653	0.894	8.769	10.692	12.297
beta_H[15,7]	13.922	2.154	9.751	13.901	18.174
beta_H[16,7]	12.847	1.440	10.411	12.700	15.986
beta0_H[1]	8.190	18.207	-30.675	8.378	44.835
beta0_H[2]	10.632	7.823	-4.643	10.576	26.118
beta0_H[3]	9.846	9.361	-9.059	9.647	29.836
beta0_H[4]	7.742	183.246	-361.227	5.095	389.299
beta0_H[5]	3.905	33.775	-57.078	3.999	58.834
beta0_H[6]	7.188	48.875	-104.225	7.726	113.371
beta0_H[7]	2.858	135.340	-271.131	4.173	274.685
beta0_H[8]	6.076	27.646	-17.046	6.398	30.217
beta0_H[9]	5.626	121.828	-255.574	4.616	249.300
beta0_H[10]	9.174	37.416	-68.596	9.020	86.838
beta0_H[11]	9.100	54.277	-104.002	9.424	120.423
beta0_H[12]	6.532	11.900	-17.645	6.804	30.175
beta0_H[13]	9.788	10.365	-11.687	10.079	29.322
beta0_H[14]	6.750	11.808	-16.579	7.038	29.811
beta0_H[15]	6.918	115.982	-226.643	7.274	233.227
beta0_H[16]	8.134	32.491	-55.164	8.258	74.544

Rockfish Historical Harvest Estimates

Phil Joy & Adam Reimer

February 2025